Table 5. Comparison of 1-Hamming-loss per class with SVM–SVM.

Classifier	1-Hamming-loss per class
	EC 1	EC 2	EC 3	EC 4	EC 5	EC 6
SI SVM only	0.962	0.834	0.860	0.822	0.943	0.962
AA NN only	0.962	0.930	0.898	0.885	0.962	0.987
Decision fusion SVM–SVM	0.968	0.917	0.949	0.943	0.968	0.987

Note:

The best classification performance is indicated in bold for each class.